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XebTradeStrat Strategy Performance Results
Description:
This strategy is called XebTradeStrat and makes use of the Talib EMA and QTPyLib indicators. Specifically, this strategy uses an EMA5 and an EMA10 on the dataframe to determine the trend. The strategy looks to buy when the EMA5 is higher than the EMA10 and the volume is > 0. There is no sell indicator defined in the strategy, and instead, the default sell value of 0 is set. Additionally, there are specific parameters set for the ROI, stoploss and trailing stop values, which obey the minimal_roi dictionary and the trailing_only_offset_is_reached boolean value.
Daily Profit
Pairs
Top cryptocurrency trading pairs
| Pair | Buys | Avg Profit % | Cum Profit | Tot Profit Abs | Tot Profit % | Avg Duration | Win | Draw | Loss | Win % |
|---|---|---|---|---|---|---|---|---|---|---|
| LUNA/USDT | 110 | -0.19 | -20.67 | -2.645829 | -2.65 | 0:22:00 | 78 | 0 | 32 | 70.91 |
| ALGO/USDT | 115 | -0.16 | -17.84 | -2.863411 | -2.86 | 0:14:00 | 82 | 0 | 33 | 71.30 |
| ADA/USDT | 151 | -0.21 | -30.97 | -4.019343 | -4.02 | 0:24:00 | 98 | 0 | 53 | 64.90 |
| BTC/USDT | 162 | -0.21 | -34.67 | -4.086948 | -4.09 | 1:10:00 | 117 | 0 | 45 | 72.22 |
| ETH/USDT | 157 | -0.21 | -33.03 | -4.164028 | -4.16 | 0:55:00 | 112 | 0 | 45 | 71.34 |
| DOT/USDT | 115 | -0.28 | -32.05 | -4.238642 | -4.24 | 0:19:00 | 70 | 0 | 45 | 60.87 |
| ETC/USDT | 148 | -0.25 | -36.71 | -4.543054 | -4.54 | 0:25:00 | 86 | 0 | 62 | 58.11 |
| BNB/USDT | 173 | -0.23 | -39.84 | -4.756471 | -4.76 | 0:54:00 | 122 | 0 | 51 | 70.52 |
| XRP/USDT | 159 | -0.27 | -42.31 | -5.115953 | -5.12 | 0:44:00 | 106 | 0 | 53 | 66.67 |
| LINK/USDT | 172 | -0.23 | -39.48 | -5.289211 | -5.29 | 0:27:00 | 118 | 0 | 54 | 68.60 |
| BCH/USDT | 214 | -0.21 | -44.59 | -5.685897 | -5.69 | 0:33:00 | 148 | 0 | 66 | 69.16 |
| LTC/USDT | 190 | -0.24 | -45.76 | -6.305351 | -6.31 | 0:41:00 | 136 | 0 | 54 | 71.58 |
| SOL/USDT | 194 | -0.29 | -56.52 | -6.944047 | -6.94 | 0:14:00 | 113 | 0 | 81 | 58.25 |
| TOTAL | 2060 | -0.23 | -474.45 | -60.658185 | -60.66 | 0:35:00 | 1386 | 0 | 674 | 67.28 |
- Pair: This is the cryptocurrency trading pair that was used for the backtesting.
- Buys: This is the total number of buy orders placed during the backtesting.
- Avg Profit %: This is the average percentage of profit that was made on each buy order.
- Cum Profit: This is the cumulative profit made over all buy orders.
- Tot Profit Abs: This is the total absolute profit made over all buy orders.
- Tot Profit %: This is the total percentage of profit made over all buy orders.
- Avg Duration: This is the average duration of each buy order.
- Win: This is the total number of buy orders that resulted in a win.
- Draw: This is the total number of buy orders that resulted in a draw.
- Loss: This is the total number of buy orders that resulted in a loss.
- Win %: This is the percentage of buy orders that resulted in a win.
Sell Reason
| Sell Reason | Sells | Win | Draws | Loss | Avg Profit % | Cum Profit % | Tot Profit ABS | Tot Profit % |
|---|---|---|---|---|---|---|---|---|
| 1276 | 1138 | 0 | 138 | 0.08 | 108.11 | 13.61502295 | 21.62 | |
| 535 | 0 | 0 | 535 | -1.19 | -635.71 | -81.16438434 | -127.14 | |
| 248 | 248 | 0 | 0 | 0.22 | 53.35 | 6.90654886 | 10.67 | |
| 1 | 0 | 0 | 1 | -0.2 | -0.2 | -0.01537296 | -0.04 |
Summary
A backtesting was performed with a maximum of 5 open trades and an average of 171.67 trades per day. The starting balance was $100 and the final balance was $39.34181450999995, resulting in an absolute profit of $-60.65818549 and a total profit percentage of -0.6065818549. The average stake amount was $12.617935733252427 and the total trade volume was $25992.9476105. The best pair was ALGO/USDT and the worst pair was SOL/USDT. The maximum balance reached was $100.1989711 and the minimum balance was $39.27518969999995. The market change during this period was -0.018861146831135437.
| Metric | Value |
|---|---|
| Backtesting from | 2024-01-01 00:00:00 |
| Backtesting to | 2024-01-13 15:48:00 |
| Max open trades | 5 |
| Total/Daily Avg Trades | 2060 / 171.67 |
| Starting balance | 100 |
| Final balance | 39.34181450999995 |
| Absolute profit | -60.65818549 |
| Total profit % | -0.6065818549 |
| Avg. stake amount | 12.617935733252427 |
| Total trade volume | 25992.9476105 |
| Best Pair | ALGO/USDT |
| Worst Pair | SOL/USDT |
| Max Balance | 100.1989711 |
| Min Balance | 39.27518969999995 |
| Market Change | -0.018861146831135437 |
Config
{
"pairlists": [
{
"method": "StaticPairList"
}
],
"timeframe": "15m",
"tradable_balance_ratio": 0.99,
"fiat_display_currency": "USD",
"stake_amount": "unlimited",
"stake_currency": "USDT",
"amend_last_stake_amount": true,
"exchange": {
"pair_whitelist": [
"BTC/USDT",
"BCH/USDT",
"ETH/USDT",
"LINK/USDT",
"LTC/USDT",
"SOL/USDT",
"BNB/USDT",
"XRP/USDT",
"ADA/USDT",
"DOT/USDT",
"ETC/USDT",
"ALGO/USDT",
"LUNA/USDT"
],
"name": "binance"
},
"dry_run_wallet": 100,
"max_open_trades": 5
}